Data & Downloads
All data from the US AI Exposure Map is freely available under CC BY 4.0. Use it in your research, article, or presentation. With attribution.
105 occupations based on BLS SOC 2018. Each scored on AI exposure (JPE, 1-10), with the BLS AI exposure category as context. Includes employment from BLS Employment Projections 2025 (incl. self-employed), covering 98M jobs, median wages from OEWS May 2025, employment growth 2021-2025 (OEWS) and the 2030 forecast with its band (JPE-prognose v3), plus whether BLS already includes AI or automation effects.
Downloads
105 occupations with SOC 2018 code, BLS employment 2025, AI score (JPE), BLS AI category, OEWS May 2025 salary, growth 2021-2025, forecast 2030 with band, and whether BLS already includes AI or automation
API
CSV endpoint returning all US occupations:
GET /en/ai-map/us/dataEmbed
<iframe src="https://simondjanssen.nl/en/ai-map/us" width="100%" height="800" frameborder="0" loading="lazy" title="US AI Exposure Map"></iframe>Citation
APA format:
Janssen, S.D. (2026). US AI Exposure Map: 105 occupational groups analysed for AI impact. simondjanssen.nl/en/ai-map/us.
Sources
- BLS Employment Projections 2025-35: employment 2025 (incl. self-employed) and the base of the 2030 forecast
- BLS Occupational Employment and Wage Statistics (OEWS): May 2021 and May 2025, median wages and growth 2021-2025
- BLS AI exposure categories: context next to the JPE score, not used in the forecast
- Felten, Raj & Seamans (2023): AI Occupational Exposure (AIOE) index
License
All data is available under Creative Commons BY 4.0. You may freely use, adapt, and publish the data, provided you credit the source.